topai_ai_web_search
Runs real-time web searches to return noise-free organic results with titles, canonical URLs, and factual snippets, helping AI agents ground answers in current external facts, news, and URL discovery.
Instructions
Executes a real-time web search query and returns noise-free organic results with page titles, canonical URLs, and factual snippets for LLM grounding. Use when an agent needs up-to-date external facts, news, or URL discovery across the open web. Do not use when you already have the exact URL to read (use topai_web_to_markdown instead) or when you specifically need Google SGE AI Overview citations (use topai_google_ai_overview instead). Stateless, read-only execution.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | Natural-language or keyword search query string (e.g., 'EU DORA regulation technical standards 2026'). | |
| max_results | No | Maximum number of search result items to return, bounded between 1 and 10 (default: 5). |